About Me

Hello, I am Chuangji Li (李创基), an undergraduate student in Statistics and Machine Learning at Carnegie Mellon University in Pittsburg. I am currently working with Eason Chen in LearnLab.

My research interests lie at machine learning and natural language processing. In particular, I am interested in improving generative models' reasoning and problem solving ability. My goal is to build the AGI. I am susceptible about the ability of large language model and working to different architecture to excel its limits. My most recent attempt was to improve model's ability to generate code, which is a crucial measure of model's reasoning ability.

Currently, I am working on math-solving models on university-level math which helps student's process of learning.

Contact Info

Skills

  • Math: Multivariate Calculus, Linear Algebra, Probability and Statistics Theory, Real Analysis, Measure Theory
  • Programming Languag: C, C++, Python*, Java, Rust, R, HTML5, CSS, Javascript, MySQL.
  • Cloud Service: AWS, Docker
  • AI Frameworks: PyTorch, Sklearn, Pandas, Numpy, Matplotlib
  • Machine Learning: Linear/Logistic Regression, MLE/MAP, Dimensionality Reduction, Recommender Systems, Non-parametric Regression, Learning Theory, Ensemble, SVM, Gaussian Processes
  • Deep Learning Architectures: CNN, RNN, Transformer, GAN, VAE, Stable Diffusion, YOLO,

Ongoing Projects

  • Math-solver
  • Probabilistic Graphical Models
  • Deep Learning System

Past Projects

  1. Handwritten English Recognition System
  2. End-to-End Retrieval Augmented Generation Question-Answering System
  3. Dexcom Jira Ticket Clustering System
  4. Sui-GPT

More about Me

My most recent hobbies include:

  • Badminton
  • Billiard
  • Gym

Music

I also LOVE music. Despite I have not played for a long time, I still listen everyday. Below is a non-exhaustive list of music I like.

  • Music Genre: Citypop, Jazz, Bossa Nova, Classical, Pop, Synthewave, R & B, Indie, ...
  • Musicians: Eason Chan (陈奕迅), Jay Chou (周杰伦), Ringo Sheena (椎名林檎), Hacken Lee (李克勤), David Tao (陶喆), Anri (杏里), Mariya Takeuchi (竹内玛莉亚), Yamashita Tatsuro (山下达郎), Queens, C418, Laufey, Joe Hisaishi (久石让), ...